| アイテムタイプ |
共通アイテムタイプ(1) |
| 公開日 |
2025-04-23 |
| タイトル |
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タイトル |
Real-time Support for Solution Search in Human-based Evolutionary Computation |
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言語 |
en |
| 著者 |
Utsumi, Takato
Muta, Hiroki
Tsung, Chen-Kun
大西, 圭
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| 著作権関連情報 |
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|
権利情報 |
Copyright (c) 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
|
言語 |
en |
| 抄録 |
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内容記述タイプ |
Abstract |
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内容記述 |
We propose a method to extract important words common to good solution candidates in human-based evolutionary computation, like building blocks in genetic algorithms, and present them to the participants in a realtime manner. We also propose a method to obtain and present words similar to the important ones. Furthermore, we propose a method to measure the similarity between participants using the important words for each participant and present it to the participants. All of the proposed methods help participants solve problems by reducing the cognitive load of finding key words and persons. We implement those methods into a human-based evolutionary computation system and evaluate the proposed methods through human subject experiments using the system. The experimental results show that although the evaluation result to the outputs from the system incorporating the methods by a third party is not so good, the system is shown to be useful for participants to create solutions. |
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言語 |
en |
| 備考 |
|
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内容記述タイプ |
Other |
|
内容記述 |
2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS), 09-12 November 2024, Himeji, Japan |
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言語 |
en |
| 書誌情報 |
en : 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)
発行日 2024-12-02
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| 出版社 |
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出版者 |
IEEE |
| キーワード |
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言語 |
en |
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主題Scheme |
Other |
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主題 |
human-based evolutionary computation |
| キーワード |
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言語 |
en |
|
主題Scheme |
Other |
|
主題 |
real-time support |
| キーワード |
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言語 |
en |
|
主題Scheme |
Other |
|
主題 |
natural language processing |
| 言語 |
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言語 |
eng |
| 資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
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資源タイプ |
journal article |
| 出版タイプ |
|
|
出版タイプ |
VoR |
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出版タイプResource |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| DOI |
|
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|
識別子タイプ |
DOI |
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関連識別子 |
https://doi.org/10.1109/SCISISIS61014.2024.10759881 |
| ISBN |
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識別子タイプ |
ISBN |
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関連識別子 |
979-8-3503-7333-2 |
| 会議記述 |
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会議名 |
2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS) |
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言語 |
en |
|
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開始年 |
2024 |
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開始月 |
11 |
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開始日 |
09 |
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終了年 |
2024 |
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終了月 |
11 |
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終了日 |
12 |
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開催国 |
JPN |
| 査読の有無 |
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|
値 |
yes |
| 研究者情報 |
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URL |
https://hyokadb02.jimu.kyutech.ac.jp/html/214_ja.html |
| 論文ID（連携） |
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|
値 |
10450776 |
| 連携ID |
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|
値 |
14348 |
10450776.pdf (936.6 KB)
